show the implementation of the Gradient Descent Algorithm in PYTHON on this House Pricing datase

Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Chapter1: Introduction
Section: Chapter Questions
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Please show the implementation of the Gradient Descent Algorithm in PYTHON on this House Pricing dataset.

DO NOT USE ANY OTHER LANGUAGE EXCEPT PYTHON.

 

 

0
1
2
3
4
ID
crim zn indus chas nox
1 0.00632 18.0
0.0
2 0.02731
7.07
4 0.03237 0.0 2.18
5 0.06905 0.0
2.31
7 0.08829 12.5
2.18
7.87
rm age
dis rad
0 0.538 6.575 65.2 4.0900
0 0.469 6.421 78.9 4.9671
0 0.458 6.998 45.8 6.0622
tax ptratio black 1stat medv
1 296
0 0.458 7.147 54.2 6.0622
2 242
3 222
3 222
0 0.524 6.012 66.6 5.5605 5 311
15.3 396.90 4.98 24.0
17.8 396.90
18.7 394.63
18.7 396.90
15.2 395.60
9.14 21.6
2.94 33.4
5.33 36.2
12.43 22.9
Transcribed Image Text:0 1 2 3 4 ID crim zn indus chas nox 1 0.00632 18.0 0.0 2 0.02731 7.07 4 0.03237 0.0 2.18 5 0.06905 0.0 2.31 7 0.08829 12.5 2.18 7.87 rm age dis rad 0 0.538 6.575 65.2 4.0900 0 0.469 6.421 78.9 4.9671 0 0.458 6.998 45.8 6.0622 tax ptratio black 1stat medv 1 296 0 0.458 7.147 54.2 6.0622 2 242 3 222 3 222 0 0.524 6.012 66.6 5.5605 5 311 15.3 396.90 4.98 24.0 17.8 396.90 18.7 394.63 18.7 396.90 15.2 395.60 9.14 21.6 2.94 33.4 5.33 36.2 12.43 22.9
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